{"id":"W4239203421","doi":"10.1002/cjce.22668","title":"Issue Information ‐ TOC","year":2017,"lang":"en","type":"paratext","venue":"The Canadian Journal of Chemical Engineering","topic":"Chemical and Environmental Engineering Research","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Citation; Information retrieval; Computer science; World Wide Web; Library science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002471996,0.000194946,0.0002682894,0.000168978,0.00009771713,0.0004592748,0.002403988,0.0002069669,0.0002610486],"category_scores_gemma":[0.000216436,0.0001443889,0.0001429796,0.00009814294,0.00007265372,0.0005434233,0.0001307143,0.001038605,0.001117437],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004020562,"about_ca_system_score_gemma":0.000440266,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006973273,"about_ca_topic_score_gemma":0.00001059517,"domain_scores_codex":[0.9988033,0.000006208714,0.0003373251,0.00009205683,0.000367998,0.0003930806],"domain_scores_gemma":[0.9986236,0.00006520976,0.0001795359,0.0005127339,0.00006562257,0.0005533047],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001022532,0.00001361038,0.000002996342,0.0005233419,0.000246633,0.00009859045,0.0008203388,0.07322478,0.02140051,0.001004304,0.8705104,0.03214424],"study_design_scores_gemma":[0.0001910571,0.00002209711,0.000007715626,0.000281293,0.00001090507,0.0001806591,0.000001348949,0.0150092,0.03534995,0.00005917266,0.9486174,0.0002692034],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04529485,0.04341701,0.4377112,0.08008816,0.1033692,0.003278987,0.0006334317,0.0004195146,0.2857877],"genre_scores_gemma":[0.9543772,0.0002261961,0.009796698,0.0008166087,0.00632037,0.00002988,0.00009174888,0.0001353832,0.02820591],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9090824,"threshold_uncertainty_score":0.9996603,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007741179457980566,"score_gpt":0.2011318795699853,"score_spread":0.1933907001120047,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}